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Volumn 5507 LNCS, Issue PART 2, 2009, Pages 911-918

The diversity of regression ensembles combining bagging and random subspace method

Author keywords

[No Author keywords available]

Indexed keywords

BASE LEARNERS; BENCHMARK DATA; CHARACTERISTIC FACTORS; ENSEMBLE LEARNING; LOCAL LINEAR; LOCAL LINEAR APPROXIMATION; NON-LINEARITY; PREDICTIVE POWER; RANDOM SUBSPACE METHOD; VARIANCE-COVARIANCE; VECTOR QUANTIZATION ALGORITHMS;

EID: 70349087319     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-03040-6_111     Document Type: Conference Paper
Times cited : (9)

References (15)
  • 1
    • 85054435084 scopus 로고
    • Neural network ensembles, cross validation, and active learning
    • MIT Press, Cambridge
    • Krogh, A., Vedelsby, J.: Neural network ensembles, cross validation, and active learning. In: Adv. in NIPS, pp. 231-238. MIT Press, Cambridge (1995)
    • (1995) Adv. in NIPS , pp. 231-238
    • Krogh, A.1    Vedelsby, J.2
  • 3
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L.: Bagging predictors. Machine Learning, 123-140 (1996)
    • (1996) Machine Learning , pp. 123-140
    • Breiman, L.1
  • 6
    • 0000232749 scopus 로고
    • Learning with the self-organizing map
    • Kohonen, T., et al. (eds.), Elsevier Science Publishers, Amsterdam
    • Ritter, H.: Learning with the self-organizing map. In: Kohonen, T., et al. (eds.) Artificial Neural Networks, pp. 379-384. Elsevier Science Publishers, Amsterdam (1991)
    • (1991) Artificial Neural Networks , pp. 379-384
    • Ritter, H.1
  • 7
    • 0020068152 scopus 로고
    • Self-organized formation of topologically correct feature maps
    • Kohonen, T.: Self-organized formation of topologically correct feature maps. Biological Cybernetics 43, 59-69 (1982)
    • (1982) Biological Cybernetics , vol.43 , pp. 59-69
    • Kohonen, T.1
  • 8
    • 0001948145 scopus 로고
    • Fast learning with incremental RBF networks
    • Fritzke, B.: Fast learning with incremental RBF networks. Neural Processing Letters, 2-5 (1994)
    • (1994) Neural Processing Letters , pp. 2-5
    • Fritzke, B.1
  • 10
    • 48149110539 scopus 로고
    • Pattern Recognition with Fuzzy Objective Function Algorithms
    • Bezdek, J.C.: Pattern Recognition with Fuzzy Objective Function Algorithms. Kluwer Academic Publishers, Norwell (1981)
    • (1981) Kluwer Academic Publishers, Norwell
    • Bezdek, J.C.1
  • 11
    • 84947318637 scopus 로고
    • Locally-weighted regression: An approach to regression analysis by local fitting
    • Cleveland, W.S., Devlin, S.J.: Locally-weighted regression: An approach to regression analysis by local fitting. J. of the American Stat. Assoc. 83, 596-610 (1988)
    • (1988) J. of the American Stat. Assoc. , vol.83 , pp. 596-610
    • Cleveland, W.S.1    Devlin, S.J.2
  • 14


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.